The use of reduced precision to improve performance metrics such as computation latency
and power consumption is a common practice in the embedded systems field. This practice …

This article presents Clava, a Clang-based source-to-source compiler, that accepts scripts
written in LARA, a JavaScript-based DSL with special constructs for code queries, analysis …

Reducing floating-point (FP) precision is used to trade the quality degradation of a numerical
program's output for performance, but this optimization coincides with type casting, whose …

Architectures targeted at embedded systems often have limited floating point computation
capabilities, and in many cases do not provide any hardware support. In this work, we …

The ANTAREX project relies on a Domain Specific Language (DSL) based on Aspect
Oriented Programming (AOP) concepts to allow applications to enforce extra functional …

Energy and performance optimization of embedded hardware and software is of critical
importance to achieve the overall system goals. In this work, we study the optimization of …

The ANTAREX project relies on a Domain Specific Language (DSL) based on Aspect
Oriented Programming (AOP) concepts to allow applications to enforce extra functional …

Fine-tuning the floating-point precision of arithmetic operations in applications can be
extremely challenging and time-consuming, especially in iterative applications where the …

In the recent decade, precision tuning becomes one of the key techniques to obtain
significant gains in performance and energy efficiency. This process consists of substituting …

Porting high-performance computing (HPC) applications to lower or mixed-precision formats
offers potential benefits, such as reduced computation and power consumption. However …